Dataset statistics
| Number of variables | 46 |
|---|---|
| Number of observations | 4000 |
| Missing cells | 635 |
| Missing cells (%) | 0.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.4 MiB |
| Average record size in memory | 376.0 B |
Variable types
| CAT | 29 |
|---|---|
| NUM | 16 |
| BOOL | 1 |
LOT_ID has a high cardinality: 200 distinct values | High cardinality |
DATE_1BLACK has a high cardinality: 124 distinct values | High cardinality |
TIME_1BLACK has a high cardinality: 3993 distinct values | High cardinality |
TIME_2AG has a high cardinality: 3993 distinct values | High cardinality |
TIME_3BUS has a high cardinality: 3993 distinct values | High cardinality |
TIME_4DIELEC has a high cardinality: 3993 distinct values | High cardinality |
TIME_5MGO has a high cardinality: 3993 distinct values | High cardinality |
TIME_6PHOS has a high cardinality: 3991 distinct values | High cardinality |
TIME_7PASTE has a high cardinality: 3993 distinct values | High cardinality |
TIME_8AGING has a high cardinality: 3993 distinct values | High cardinality |
TAT_2AG_3EXPOSURE has 88 (2.2%) missing values | Missing |
TAT_4DIELEC_FIRE has 165 (4.1%) missing values | Missing |
TAT_5MGO has 57 (1.4%) missing values | Missing |
TAT_6PHOS_2G_1DISPENSER has 47 (1.2%) missing values | Missing |
TAT_6PHOS_2G_2DRY has 57 (1.4%) missing values | Missing |
TAT_8AGING has 44 (1.1%) missing values | Missing |
LOT_ID is uniformly distributed | Uniform |
PANEL_ID is uniformly distributed | Uniform |
DATE_1BLACK is uniformly distributed | Uniform |
TIME_1BLACK is uniformly distributed | Uniform |
TIME_2AG is uniformly distributed | Uniform |
TIME_3BUS is uniformly distributed | Uniform |
TIME_4DIELEC is uniformly distributed | Uniform |
TIME_5MGO is uniformly distributed | Uniform |
TIME_6PHOS is uniformly distributed | Uniform |
TIME_7PASTE is uniformly distributed | Uniform |
TIME_8AGING is uniformly distributed | Uniform |
TAT_6PHOS_1R_1DISPENSER has 41 (1.0%) zeros | Zeros |
Reproduction
| Analysis started | 2020-11-28 03:33:18.540219 |
|---|---|
| Analysis finished | 2020-11-28 03:34:06.073389 |
| Duration | 47.53 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
JUDGE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 양품 | |
|---|---|
| 명점 |
| Value | Count | Frequency (%) | |
| 양품 | 3573 | 89.3% | |
| 명점 | 427 | 10.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
| Distinct | 200 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| LOT-197 | 20 |
|---|---|
| LOT-248 | 20 |
| LOT-117 | 20 |
| LOT-146 | 20 |
| LOT-189 | 20 |
| Other values (195) |
| Value | Count | Frequency (%) | |
| LOT-197 | 20 | 0.5% | |
| LOT-248 | 20 | 0.5% | |
| LOT-117 | 20 | 0.5% | |
| LOT-146 | 20 | 0.5% | |
| LOT-189 | 20 | 0.5% | |
| LOT-225 | 20 | 0.5% | |
| LOT-133 | 20 | 0.5% | |
| LOT-131 | 20 | 0.5% | |
| LOT-195 | 20 | 0.5% | |
| LOT-218 | 20 | 0.5% | |
| Other values (190) | 3800 | 95.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| PNL-01 | 200 |
|---|---|
| PNL-18 | 200 |
| PNL-15 | 200 |
| PNL-14 | 200 |
| PNL-12 | 200 |
| Other values (15) |
| Value | Count | Frequency (%) | |
| PNL-01 | 200 | 5.0% | |
| PNL-18 | 200 | 5.0% | |
| PNL-15 | 200 | 5.0% | |
| PNL-14 | 200 | 5.0% | |
| PNL-12 | 200 | 5.0% | |
| PNL-17 | 200 | 5.0% | |
| PNL-06 | 200 | 5.0% | |
| PNL-09 | 200 | 5.0% | |
| PNL-16 | 200 | 5.0% | |
| PNL-07 | 200 | 5.0% | |
| Other values (10) | 2000 | 50.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
| Distinct | 124 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 2019-06-25 | 33 |
|---|---|
| 2019-04-28 | 33 |
| 2019-07-02 | 33 |
| 2019-04-18 | 33 |
| 2019-06-30 | 33 |
| Other values (119) |
| Value | Count | Frequency (%) | |
| 2019-06-25 | 33 | 0.8% | |
| 2019-04-28 | 33 | 0.8% | |
| 2019-07-02 | 33 | 0.8% | |
| 2019-04-18 | 33 | 0.8% | |
| 2019-06-30 | 33 | 0.8% | |
| 2019-06-03 | 33 | 0.8% | |
| 2019-04-08 | 33 | 0.8% | |
| 2019-05-14 | 33 | 0.8% | |
| 2019-04-12 | 33 | 0.8% | |
| 2019-04-24 | 33 | 0.8% | |
| Other values (114) | 3670 | 91.8% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
| Distinct | 3993 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 2019-05-21 0:32 | 2 |
|---|---|
| 2019-06-21 12:35 | 2 |
| 2019-04-12 21:44 | 2 |
| 2019-07-10 16:34 | 2 |
| 2019-04-06 13:39 | 2 |
| Other values (3988) |
| Value | Count | Frequency (%) | |
| 2019-05-21 0:32 | 2 | 0.1% | |
| 2019-06-21 12:35 | 2 | 0.1% | |
| 2019-04-12 21:44 | 2 | 0.1% | |
| 2019-07-10 16:34 | 2 | 0.1% | |
| 2019-04-06 13:39 | 2 | 0.1% | |
| 2019-07-09 20:38 | 2 | 0.1% | |
| 2019-04-25 7:17 | 2 | 0.1% | |
| 2019-07-20 6:56 | 1 | < 0.1% | |
| 2019-04-17 16:55 | 1 | < 0.1% | |
| 2019-04-19 1:24 | 1 | < 0.1% | |
| Other values (3983) | 3983 | 99.6% |
Unique
| Unique | 3986 ? |
|---|---|
| Unique (%) | 99.7% |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 15.5835 |
| Min length | 15 |
| Distinct | 3993 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 2019-04-25 12:37 | 2 |
|---|---|
| 2019-07-10 21:54 | 2 |
| 2019-04-13 3:04 | 2 |
| 2019-07-10 1:58 | 2 |
| 2019-06-21 17:55 | 2 |
| Other values (3988) |
| Value | Count | Frequency (%) | |
| 2019-04-25 12:37 | 2 | 0.1% | |
| 2019-07-10 21:54 | 2 | 0.1% | |
| 2019-04-13 3:04 | 2 | 0.1% | |
| 2019-07-10 1:58 | 2 | 0.1% | |
| 2019-06-21 17:55 | 2 | 0.1% | |
| 2019-04-06 18:59 | 2 | 0.1% | |
| 2019-05-21 5:52 | 2 | 0.1% | |
| 2019-05-17 13:16 | 1 | < 0.1% | |
| 2019-04-13 20:03 | 1 | < 0.1% | |
| 2019-08-02 0:46 | 1 | < 0.1% | |
| Other values (3983) | 3983 | 99.6% |
Unique
| Unique | 3986 ? |
|---|---|
| Unique (%) | 99.7% |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 15.58325 |
| Min length | 15 |
| Distinct | 3993 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 2019-04-13 8:44 | 2 |
|---|---|
| 2019-04-25 18:17 | 2 |
| 2019-06-21 23:35 | 2 |
| 2019-05-21 11:32 | 2 |
| 2019-07-11 3:34 | 2 |
| Other values (3988) |
| Value | Count | Frequency (%) | |
| 2019-04-13 8:44 | 2 | 0.1% | |
| 2019-04-25 18:17 | 2 | 0.1% | |
| 2019-06-21 23:35 | 2 | 0.1% | |
| 2019-05-21 11:32 | 2 | 0.1% | |
| 2019-07-11 3:34 | 2 | 0.1% | |
| 2019-07-10 7:38 | 2 | 0.1% | |
| 2019-04-07 0:39 | 2 | 0.1% | |
| 2019-05-19 5:38 | 1 | < 0.1% | |
| 2019-06-14 4:03 | 1 | < 0.1% | |
| 2019-07-25 17:32 | 1 | < 0.1% | |
| Other values (3983) | 3983 | 99.6% |
Unique
| Unique | 3986 ? |
|---|---|
| Unique (%) | 99.7% |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 15.5835 |
| Min length | 15 |
| Distinct | 3993 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 2019-06-27 2:15 | 2 |
|---|---|
| 2019-04-12 3:19 | 2 |
| 2019-04-30 20:57 | 2 |
| 2019-04-18 11:24 | 2 |
| 2019-07-16 6:14 | 2 |
| Other values (3988) |
| Value | Count | Frequency (%) | |
| 2019-06-27 2:15 | 2 | 0.1% | |
| 2019-04-12 3:19 | 2 | 0.1% | |
| 2019-04-30 20:57 | 2 | 0.1% | |
| 2019-04-18 11:24 | 2 | 0.1% | |
| 2019-07-16 6:14 | 2 | 0.1% | |
| 2019-05-26 14:12 | 2 | 0.1% | |
| 2019-07-15 10:18 | 2 | 0.1% | |
| 2019-06-03 6:47 | 1 | < 0.1% | |
| 2019-08-02 22:02 | 1 | < 0.1% | |
| 2019-05-08 20:55 | 1 | < 0.1% | |
| Other values (3983) | 3983 | 99.6% |
Unique
| Unique | 3986 ? |
|---|---|
| Unique (%) | 99.7% |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 15.5835 |
| Min length | 15 |
| Distinct | 3993 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 2019-04-23 1:24 | 2 |
|---|---|
| 2019-05-05 10:57 | 2 |
| 2019-07-01 16:15 | 2 |
| 2019-05-31 4:12 | 2 |
| 2019-07-20 0:18 | 2 |
| Other values (3988) |
| Value | Count | Frequency (%) | |
| 2019-04-23 1:24 | 2 | 0.1% | |
| 2019-05-05 10:57 | 2 | 0.1% | |
| 2019-07-01 16:15 | 2 | 0.1% | |
| 2019-05-31 4:12 | 2 | 0.1% | |
| 2019-07-20 0:18 | 2 | 0.1% | |
| 2019-07-20 20:14 | 2 | 0.1% | |
| 2019-04-16 17:19 | 2 | 0.1% | |
| 2019-06-19 19:16 | 1 | < 0.1% | |
| 2019-07-20 1:02 | 1 | < 0.1% | |
| 2019-07-22 9:54 | 1 | < 0.1% | |
| Other values (3983) | 3983 | 99.6% |
Unique
| Unique | 3986 ? |
|---|---|
| Unique (%) | 99.7% |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 15.583 |
| Min length | 15 |
| Distinct | 3991 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 2019-06-07 6:52 | 2 |
|---|---|
| 2019-05-23 19:30 | 2 |
| 2019-07-13 10:10 | 2 |
| 2019-04-09 9:49 | 2 |
| 2019-06-07 9:49 | 2 |
| Other values (3986) |
| Value | Count | Frequency (%) | |
| 2019-06-07 6:52 | 2 | 0.1% | |
| 2019-05-23 19:30 | 2 | 0.1% | |
| 2019-07-13 10:10 | 2 | 0.1% | |
| 2019-04-09 9:49 | 2 | 0.1% | |
| 2019-06-07 9:49 | 2 | 0.1% | |
| 2019-06-24 6:42 | 2 | 0.1% | |
| 2019-04-15 17:44 | 2 | 0.1% | |
| 2019-07-12 14:15 | 2 | 0.1% | |
| 2019-04-28 2:57 | 2 | 0.1% | |
| 2019-07-02 7:11 | 1 | < 0.1% | |
| Other values (3981) | 3981 | 99.5% |
Unique
| Unique | 3982 ? |
|---|---|
| Unique (%) | 99.6% |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 15.583 |
| Min length | 15 |
| Distinct | 3993 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 2019-05-31 13:12 | 2 |
|---|---|
| 2019-04-23 10:24 | 2 |
| 2019-07-21 5:14 | 2 |
| 2019-07-02 1:15 | 2 |
| 2019-07-20 9:18 | 2 |
| Other values (3988) |
| Value | Count | Frequency (%) | |
| 2019-05-31 13:12 | 2 | 0.1% | |
| 2019-04-23 10:24 | 2 | 0.1% | |
| 2019-07-21 5:14 | 2 | 0.1% | |
| 2019-07-02 1:15 | 2 | 0.1% | |
| 2019-07-20 9:18 | 2 | 0.1% | |
| 2019-04-17 2:19 | 2 | 0.1% | |
| 2019-05-05 19:57 | 2 | 0.1% | |
| 2019-07-06 7:09 | 1 | < 0.1% | |
| 2019-07-22 13:43 | 1 | < 0.1% | |
| 2019-05-18 11:25 | 1 | < 0.1% | |
| Other values (3983) | 3983 | 99.6% |
Unique
| Unique | 3986 ? |
|---|---|
| Unique (%) | 99.7% |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 15.58275 |
| Min length | 15 |
| Distinct | 3993 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 2019-05-05 21:37 | 2 |
|---|---|
| 2019-04-23 12:04 | 2 |
| 2019-05-31 14:52 | 2 |
| 2019-07-21 6:54 | 2 |
| 2019-04-17 3:59 | 2 |
| Other values (3988) |
| Value | Count | Frequency (%) | |
| 2019-05-05 21:37 | 2 | 0.1% | |
| 2019-04-23 12:04 | 2 | 0.1% | |
| 2019-05-31 14:52 | 2 | 0.1% | |
| 2019-07-21 6:54 | 2 | 0.1% | |
| 2019-04-17 3:59 | 2 | 0.1% | |
| 2019-07-02 2:55 | 2 | 0.1% | |
| 2019-07-20 10:58 | 2 | 0.1% | |
| 2019-04-28 20:33 | 1 | < 0.1% | |
| 2019-04-17 23:10 | 1 | < 0.1% | |
| 2019-07-06 13:14 | 1 | < 0.1% | |
| Other values (3983) | 3983 | 99.6% |
Unique
| Unique | 3986 ? |
|---|---|
| Unique (%) | 99.7% |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 15.5845 |
| Min length | 15 |
MC_1BLACK_1PRINT
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 1호기 | |
|---|---|
| 2호기 |
| Value | Count | Frequency (%) | |
| 1호기 | 2160 | 54.0% | |
| 2호기 | 1840 | 46.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
MC_1BLACK_2RTD
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 1호기 | |
|---|---|
| 2호기 |
| Value | Count | Frequency (%) | |
| 1호기 | 2180 | 54.5% | |
| 2호기 | 1820 | 45.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
MC_2AG_1PRINT
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 1호기 | |
|---|---|
| 2호기 |
| Value | Count | Frequency (%) | |
| 1호기 | 2020 | 50.5% | |
| 2호기 | 1980 | 49.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
MC_2AG_2RTD
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 1호기 | |
|---|---|
| 2호기 |
| Value | Count | Frequency (%) | |
| 1호기 | 2180 | 54.5% | |
| 2호기 | 1820 | 45.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
MC_2AG_3EXPOSURE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 1호기 | |
|---|---|
| 2호기 |
| Value | Count | Frequency (%) | |
| 1호기 | 2020 | 50.5% | |
| 2호기 | 1980 | 49.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
MC_3BUS_1DEVELOP
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 2호기 | |
|---|---|
| 1호기 |
| Value | Count | Frequency (%) | |
| 2호기 | 2040 | 51.0% | |
| 1호기 | 1960 | 49.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
MC_3BUS_2FIRE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 1호기 | |
|---|---|
| 2호기 |
| Value | Count | Frequency (%) | |
| 1호기 | 2180 | 54.5% | |
| 2호기 | 1820 | 45.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
MC_4DIELEC_1FIRE
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 3호기 | |
|---|---|
| 1호기 | |
| 2호기 |
| Value | Count | Frequency (%) | |
| 3호기 | 1380 | 34.5% | |
| 1호기 | 1340 | 33.5% | |
| 2호기 | 1280 | 32.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
MC_5MGO
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 2호기 | |
|---|---|
| 1호기 |
| Value | Count | Frequency (%) | |
| 2호기 | 2040 | 51.0% | |
| 1호기 | 1960 | 49.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
MC_6PHOS_1R_1DISPENSER
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 1호기 | |
|---|---|
| 2호기 |
| Value | Count | Frequency (%) | |
| 1호기 | 2240 | 56.0% | |
| 2호기 | 1760 | 44.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
MC_6PHOS_1R_2DRY
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 2호기 | |
|---|---|
| 1호기 |
| Value | Count | Frequency (%) | |
| 2호기 | 2140 | 53.5% | |
| 1호기 | 1860 | 46.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
MC_6PHOS_2G_1DISPENSER
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 1호기 | |
|---|---|
| 2호기 |
| Value | Count | Frequency (%) | |
| 1호기 | 2120 | 53.0% | |
| 2호기 | 1880 | 47.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
MC_6PHOS_2G_2DRY
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 1호기 | |
|---|---|
| 2호기 |
| Value | Count | Frequency (%) | |
| 1호기 | 2260 | 56.5% | |
| 2호기 | 1740 | 43.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
MC_6PHOS_3B_1DISPENSER
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 1호기 | |
|---|---|
| 2호기 |
| Value | Count | Frequency (%) | |
| 1호기 | 2100 | 52.5% | |
| 2호기 | 1900 | 47.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
MC_6PHOS_4FIRE
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 2호기 | |
|---|---|
| 3호기 | |
| 1호기 |
| Value | Count | Frequency (%) | |
| 2호기 | 1420 | 35.5% | |
| 3호기 | 1420 | 35.5% | |
| 1호기 | 1160 | 29.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
MC_7PASTE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 1호기 | |
|---|---|
| 2호기 |
| Value | Count | Frequency (%) | |
| 1호기 | 2200 | 55.0% | |
| 2호기 | 1800 | 45.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
MC_8AGING
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.2 KiB |
| 1호기 | |
|---|---|
| 2호기 |
| Value | Count | Frequency (%) | |
| 1호기 | 2200 | 55.0% | |
| 2호기 | 1800 | 45.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
TAT_1BLACK_1PRINT
Real number (ℝ≥0)
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.69525 |
|---|---|
| Minimum | 74 |
| Maximum | 102 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 31.2 KiB |
Quantile statistics
| Minimum | 74 |
|---|---|
| 5-th percentile | 80 |
| Q1 | 86 |
| median | 88 |
| Q3 | 88 |
| 95-th percentile | 100 |
| Maximum | 102 |
| Range | 28 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 4.709981255 |
|---|---|
| Coefficient of variation (CV) | 0.05370851049 |
| Kurtosis | 2.031563543 |
| Mean | 87.69525 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.8843389964 |
| Sum | 350781 |
| Variance | 22.18392342 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 88 | 1528 | 38.2% | |
| 86 | 1431 | 35.8% | |
| 100 | 203 | 5.1% | |
| 98 | 166 | 4.2% | |
| 78 | 156 | 3.9% | |
| 80 | 114 | 2.9% | |
| 87 | 61 | 1.5% | |
| 84 | 57 | 1.4% | |
| 94 | 43 | 1.1% | |
| 85 | 43 | 1.1% | |
| Other values (9) | 198 | 5.0% |
| Value | Count | Frequency (%) | |
| 74 | 2 | 0.1% | |
| 76 | 34 | 0.9% | |
| 78 | 156 | 3.9% | |
| 80 | 114 | 2.9% | |
| 82 | 16 | 0.4% |
| Value | Count | Frequency (%) | |
| 102 | 13 | 0.3% | |
| 100 | 203 | 5.1% | |
| 98 | 166 | 4.2% | |
| 97 | 6 | 0.1% | |
| 96 | 37 | 0.9% |
TAT_1BLACK_2RTD
Real number (ℝ≥0)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 219.496997 |
|---|---|
| Minimum | 100 |
| Maximum | 400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 31.2 KiB |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 210 |
| Q1 | 210 |
| median | 220 |
| Q3 | 220 |
| 95-th percentile | 250 |
| Maximum | 400 |
| Range | 300 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 15.35144373 |
|---|---|
| Coefficient of variation (CV) | 0.06993919706 |
| Kurtosis | 34.26119742 |
| Mean | 219.496997 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 3.437096024 |
| Sum | 877110 |
| Variance | 235.6668245 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 210 | 1642 | 41.0% | |
| 220 | 1404 | 35.1% | |
| 230 | 297 | 7.4% | |
| 240 | 248 | 6.2% | |
| 250 | 131 | 3.3% | |
| 200 | 121 | 3.0% | |
| 260 | 108 | 2.7% | |
| 190 | 28 | 0.7% | |
| 270 | 7 | 0.2% | |
| 400 | 5 | 0.1% | |
| Other values (2) | 5 | 0.1% | |
| (Missing) | 4 | 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 2 | 0.1% | |
| 190 | 28 | 0.7% | |
| 200 | 121 | 3.0% | |
| 210 | 1642 | 41.0% | |
| 220 | 1404 | 35.1% |
| Value | Count | Frequency (%) | |
| 400 | 5 | 0.1% | |
| 380 | 3 | 0.1% | |
| 270 | 7 | 0.2% | |
| 260 | 108 | 2.7% | |
| 250 | 131 | 3.3% |
TAT_2AG_1PRINT
Real number (ℝ≥0)
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 6 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.53955934 |
|---|---|
| Minimum | 62 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 31.2 KiB |
Quantile statistics
| Minimum | 62 |
|---|---|
| 5-th percentile | 80 |
| Q1 | 84 |
| median | 84 |
| Q3 | 86 |
| 95-th percentile | 90 |
| Maximum | 100 |
| Range | 38 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.188864674 |
|---|---|
| Coefficient of variation (CV) | 0.03772038438 |
| Kurtosis | 7.358017926 |
| Mean | 84.53955934 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.5015706597 |
| Sum | 337651 |
| Variance | 10.16885791 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 84 | 1761 | 44.0% | |
| 88 | 473 | 11.8% | |
| 82 | 416 | 10.4% | |
| 86 | 364 | 9.1% | |
| 90 | 249 | 6.2% | |
| 80 | 186 | 4.7% | |
| 83 | 135 | 3.4% | |
| 78 | 122 | 3.0% | |
| 85 | 74 | 1.8% | |
| 87 | 41 | 1.0% | |
| Other values (11) | 173 | 4.3% |
| Value | Count | Frequency (%) | |
| 62 | 10 | 0.2% | |
| 72 | 9 | 0.2% | |
| 78 | 122 | 3.0% | |
| 79 | 15 | 0.4% | |
| 80 | 186 | 4.7% |
| Value | Count | Frequency (%) | |
| 100 | 7 | 0.2% | |
| 98 | 8 | 0.2% | |
| 96 | 2 | 0.1% | |
| 94 | 2 | 0.1% | |
| 92 | 22 | 0.5% |
TAT_2AG_2RTD
Real number (ℝ≥0)
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.56475 |
|---|---|
| Minimum | 63 |
| Maximum | 93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 31.2 KiB |
Quantile statistics
| Minimum | 63 |
|---|---|
| 5-th percentile | 69 |
| Q1 | 69 |
| median | 69 |
| Q3 | 72 |
| 95-th percentile | 75 |
| Maximum | 93 |
| Range | 30 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.490453378 |
|---|---|
| Coefficient of variation (CV) | 0.03529316518 |
| Kurtosis | 3.817127912 |
| Mean | 70.56475 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8335811779 |
| Sum | 282259 |
| Variance | 6.202358027 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 69 | 2074 | 51.8% | |
| 72 | 1131 | 28.3% | |
| 74 | 262 | 6.6% | |
| 75 | 210 | 5.2% | |
| 66 | 145 | 3.6% | |
| 77 | 50 | 1.2% | |
| 71 | 43 | 1.1% | |
| 63 | 31 | 0.8% | |
| 78 | 19 | 0.5% | |
| 73 | 17 | 0.4% | |
| Other values (4) | 18 | 0.4% |
| Value | Count | Frequency (%) | |
| 63 | 31 | 0.8% | |
| 66 | 145 | 3.6% | |
| 68 | 2 | 0.1% | |
| 69 | 2074 | 51.8% | |
| 71 | 43 | 1.1% |
| Value | Count | Frequency (%) | |
| 93 | 2 | 0.1% | |
| 80 | 12 | 0.3% | |
| 78 | 19 | 0.5% | |
| 77 | 50 | 1.2% | |
| 76 | 2 | 0.1% |
| Distinct | 81 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 88 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 162.1160532 |
|---|---|
| Minimum | 116 |
| Maximum | 500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 31.2 KiB |
Quantile statistics
| Minimum | 116 |
|---|---|
| 5-th percentile | 132 |
| Q1 | 140 |
| median | 152 |
| Q3 | 168 |
| 95-th percentile | 208 |
| Maximum | 500 |
| Range | 384 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 43.65272672 |
|---|---|
| Coefficient of variation (CV) | 0.2692683782 |
| Kurtosis | 28.90998426 |
| Mean | 162.1160532 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 4.721920473 |
| Sum | 634198 |
| Variance | 1905.56055 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 138 | 246 | 6.2% | |
| 136 | 232 | 5.8% | |
| 148 | 217 | 5.4% | |
| 150 | 203 | 5.1% | |
| 154 | 184 | 4.6% | |
| 140 | 183 | 4.6% | |
| 142 | 168 | 4.2% | |
| 152 | 157 | 3.9% | |
| 134 | 146 | 3.6% | |
| 158 | 143 | 3.6% | |
| Other values (71) | 2033 | 50.8% |
| Value | Count | Frequency (%) | |
| 116 | 7 | 0.2% | |
| 118 | 15 | 0.4% | |
| 120 | 3 | 0.1% | |
| 122 | 9 | 0.2% | |
| 124 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 500 | 20 | 0.5% | |
| 498 | 1 | < 0.1% | |
| 490 | 1 | < 0.1% | |
| 488 | 8 | 0.2% | |
| 442 | 1 | < 0.1% |
TAT_3BUS_1DEVELOP
Real number (ℝ≥0)
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 34 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 370.9309128 |
|---|---|
| Minimum | 36 |
| Maximum | 420 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 31.2 KiB |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 336 |
| Q1 | 352 |
| median | 372 |
| Q3 | 384 |
| 95-th percentile | 416 |
| Maximum | 420 |
| Range | 384 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 21.92774487 |
|---|---|
| Coefficient of variation (CV) | 0.05911544202 |
| Kurtosis | 13.07497019 |
| Mean | 370.9309128 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.8733607969 |
| Sum | 1471112 |
| Variance | 480.825995 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 384 | 739 | 18.5% | |
| 368 | 433 | 10.8% | |
| 380 | 336 | 8.4% | |
| 352 | 306 | 7.6% | |
| 372 | 275 | 6.9% | |
| 336 | 223 | 5.6% | |
| 348 | 188 | 4.7% | |
| 416 | 180 | 4.5% | |
| 388 | 150 | 3.8% | |
| 332 | 137 | 3.4% | |
| Other values (16) | 999 | 25.0% |
| Value | Count | Frequency (%) | |
| 36 | 1 | < 0.1% | |
| 324 | 5 | 0.1% | |
| 328 | 26 | 0.7% | |
| 332 | 137 | 3.4% | |
| 336 | 223 | 5.6% |
| Value | Count | Frequency (%) | |
| 420 | 25 | 0.6% | |
| 416 | 180 | 4.5% | |
| 412 | 22 | 0.5% | |
| 408 | 37 | 0.9% | |
| 404 | 38 | 0.9% |
TAT_3BUS_2FIRE
Real number (ℝ≥0)
| Distinct | 85 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 9 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6971.69331 |
|---|---|
| Minimum | 6480 |
| Maximum | 8973 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 31.2 KiB |
Quantile statistics
| Minimum | 6480 |
|---|---|
| 5-th percentile | 6687 |
| Q1 | 6807 |
| median | 6903 |
| Q3 | 7020 |
| 95-th percentile | 7467 |
| Maximum | 8973 |
| Range | 2493 |
| Interquartile range (IQR) | 213 |
Descriptive statistics
| Standard deviation | 257.3715737 |
|---|---|
| Coefficient of variation (CV) | 0.03691665171 |
| Kurtosis | 12.75384644 |
| Mean | 6971.69331 |
| Median Absolute Deviation (MAD) | 96 |
| Skewness | 2.434890434 |
| Sum | 27824028 |
| Variance | 66240.12697 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6900 | 334 | 8.3% | |
| 6960 | 297 | 7.4% | |
| 6840 | 213 | 5.3% | |
| 6867 | 213 | 5.3% | |
| 6807 | 212 | 5.3% | |
| 6780 | 197 | 4.9% | |
| 7020 | 168 | 4.2% | |
| 6987 | 167 | 4.2% | |
| 6720 | 137 | 3.4% | |
| 6927 | 132 | 3.3% | |
| Other values (75) | 1921 | 48.0% |
| Value | Count | Frequency (%) | |
| 6480 | 1 | < 0.1% | |
| 6513 | 2 | 0.1% | |
| 6540 | 10 | 0.2% | |
| 6567 | 4 | 0.1% | |
| 6573 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 8973 | 5 | 0.1% | |
| 8970 | 2 | 0.1% | |
| 8967 | 8 | 0.2% | |
| 7827 | 1 | < 0.1% | |
| 7800 | 1 | < 0.1% |
| Distinct | 49 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 165 |
| Missing (%) | 4.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6520.297784 |
|---|---|
| Minimum | 6393 |
| Maximum | 8973 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 31.2 KiB |
Quantile statistics
| Minimum | 6393 |
|---|---|
| 5-th percentile | 6420 |
| Q1 | 6453 |
| median | 6480 |
| Q3 | 6540 |
| 95-th percentile | 6633 |
| Maximum | 8973 |
| Range | 2580 |
| Interquartile range (IQR) | 87 |
Descriptive statistics
| Standard deviation | 205.7778289 |
|---|---|
| Coefficient of variation (CV) | 0.0315595753 |
| Kurtosis | 113.4300964 |
| Mean | 6520.297784 |
| Median Absolute Deviation (MAD) | 33 |
| Skewness | 9.933333258 |
| Sum | 25005342 |
| Variance | 42344.51485 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6480 | 663 | 16.6% | |
| 6453 | 586 | 14.6% | |
| 6447 | 485 | 12.1% | |
| 6420 | 410 | 10.2% | |
| 6513 | 276 | 6.9% | |
| 6507 | 269 | 6.7% | |
| 6600 | 254 | 6.3% | |
| 6540 | 249 | 6.2% | |
| 6573 | 146 | 3.6% | |
| 6567 | 122 | 3.0% | |
| Other values (39) | 375 | 9.4% | |
| (Missing) | 165 | 4.1% |
| Value | Count | Frequency (%) | |
| 6393 | 9 | 0.2% | |
| 6420 | 410 | 10.2% | |
| 6447 | 485 | 12.1% | |
| 6453 | 586 | 14.6% | |
| 6477 | 5 | 0.1% |
| Value | Count | Frequency (%) | |
| 8973 | 14 | 0.4% | |
| 8967 | 8 | 0.2% | |
| 7467 | 1 | < 0.1% | |
| 7407 | 1 | < 0.1% | |
| 7353 | 1 | < 0.1% |
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 57 |
| Missing (%) | 1.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 533.8701496 |
|---|---|
| Minimum | 350 |
| Maximum | 820 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 31.2 KiB |
Quantile statistics
| Minimum | 350 |
|---|---|
| 5-th percentile | 530 |
| Q1 | 530 |
| median | 530 |
| Q3 | 540 |
| 95-th percentile | 540 |
| Maximum | 820 |
| Range | 470 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 20.57482858 |
|---|---|
| Coefficient of variation (CV) | 0.03853901289 |
| Kurtosis | 69.79778436 |
| Mean | 533.8701496 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.994812285 |
| Sum | 2105050 |
| Variance | 423.3235709 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 530 | 2282 | 57.0% | |
| 540 | 1499 | 37.5% | |
| 520 | 32 | 0.8% | |
| 550 | 25 | 0.6% | |
| 470 | 25 | 0.6% | |
| 460 | 23 | 0.6% | |
| 730 | 23 | 0.6% | |
| 560 | 11 | 0.3% | |
| 480 | 8 | 0.2% | |
| 360 | 6 | 0.1% | |
| Other values (5) | 9 | 0.2% | |
| (Missing) | 57 | 1.4% |
| Value | Count | Frequency (%) | |
| 350 | 1 | < 0.1% | |
| 360 | 6 | 0.1% | |
| 400 | 5 | 0.1% | |
| 460 | 23 | 0.6% | |
| 470 | 25 | 0.6% |
| Value | Count | Frequency (%) | |
| 820 | 1 | < 0.1% | |
| 730 | 23 | 0.6% | |
| 720 | 1 | < 0.1% | |
| 570 | 1 | < 0.1% | |
| 560 | 11 | 0.3% |
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 25 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.12528302 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 41 |
| Zeros (%) | 1.0% |
| Memory size | 31.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 76 |
| Q1 | 78 |
| median | 80 |
| Q3 | 80 |
| 95-th percentile | 98 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 10.02419831 |
|---|---|
| Coefficient of variation (CV) | 0.1251065573 |
| Kurtosis | 40.18123964 |
| Mean | 80.12528302 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -4.732802637 |
| Sum | 318498 |
| Variance | 100.4845519 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 78 | 1625 | 40.6% | |
| 80 | 1384 | 34.6% | |
| 76 | 209 | 5.2% | |
| 82 | 169 | 4.2% | |
| 100 | 166 | 4.2% | |
| 98 | 95 | 2.4% | |
| 86 | 47 | 1.2% | |
| 88 | 46 | 1.1% | |
| 90 | 43 | 1.1% | |
| 84 | 41 | 1.0% | |
| Other values (6) | 150 | 3.8% |
| Value | Count | Frequency (%) | |
| 0 | 41 | 1.0% | |
| 72 | 6 | 0.1% | |
| 74 | 7 | 0.2% | |
| 76 | 209 | 5.2% | |
| 78 | 1625 | 40.6% |
| Value | Count | Frequency (%) | |
| 100 | 166 | 4.2% | |
| 98 | 95 | 2.4% | |
| 96 | 37 | 0.9% | |
| 94 | 21 | 0.5% | |
| 92 | 38 | 0.9% |
TAT_6PHOS_1R_2DRY
Real number (ℝ≥0)
| Distinct | 91 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 25 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 404.2988679 |
|---|---|
| Minimum | 297 |
| Maximum | 606 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 31.2 KiB |
Quantile statistics
| Minimum | 297 |
|---|---|
| 5-th percentile | 324 |
| Q1 | 369 |
| median | 393 |
| Q3 | 429 |
| 95-th percentile | 567 |
| Maximum | 606 |
| Range | 309 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 63.46406626 |
|---|---|
| Coefficient of variation (CV) | 0.1569731486 |
| Kurtosis | 2.153778466 |
| Mean | 404.2988679 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 1.368101336 |
| Sum | 1607088 |
| Variance | 4027.687706 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 390 | 332 | 8.3% | |
| 393 | 236 | 5.9% | |
| 387 | 175 | 4.4% | |
| 372 | 166 | 4.2% | |
| 369 | 157 | 3.9% | |
| 597 | 153 | 3.8% | |
| 396 | 115 | 2.9% | |
| 432 | 113 | 2.8% | |
| 402 | 90 | 2.2% | |
| 426 | 89 | 2.2% | |
| Other values (81) | 2349 | 58.7% |
| Value | Count | Frequency (%) | |
| 297 | 1 | < 0.1% | |
| 300 | 26 | 0.7% | |
| 303 | 44 | 1.1% | |
| 306 | 9 | 0.2% | |
| 309 | 8 | 0.2% |
| Value | Count | Frequency (%) | |
| 606 | 2 | 0.1% | |
| 603 | 2 | 0.1% | |
| 600 | 3 | 0.1% | |
| 597 | 153 | 3.8% | |
| 594 | 21 | 0.5% |
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 47 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.91171262 |
|---|---|
| Minimum | 0 |
| Maximum | 102 |
| Zeros | 33 |
| Zeros (%) | 0.8% |
| Memory size | 31.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 76 |
| Q1 | 78 |
| median | 78 |
| Q3 | 82 |
| 95-th percentile | 100 |
| Maximum | 102 |
| Range | 102 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 10.33568887 |
|---|---|
| Coefficient of variation (CV) | 0.12774033 |
| Kurtosis | 29.58045891 |
| Mean | 80.91171262 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -3.376156912 |
| Sum | 319844 |
| Variance | 106.8264645 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 78 | 1730 | 43.2% | |
| 76 | 610 | 15.2% | |
| 80 | 484 | 12.1% | |
| 100 | 229 | 5.7% | |
| 86 | 175 | 4.4% | |
| 98 | 173 | 4.3% | |
| 88 | 137 | 3.4% | |
| 82 | 116 | 2.9% | |
| 84 | 62 | 1.6% | |
| 90 | 59 | 1.5% | |
| Other values (9) | 178 | 4.5% | |
| (Missing) | 47 | 1.2% |
| Value | Count | Frequency (%) | |
| 0 | 33 | 0.8% | |
| 62 | 1 | < 0.1% | |
| 64 | 5 | 0.1% | |
| 72 | 7 | 0.2% | |
| 74 | 28 | 0.7% |
| Value | Count | Frequency (%) | |
| 102 | 16 | 0.4% | |
| 100 | 229 | 5.7% | |
| 98 | 173 | 4.3% | |
| 96 | 23 | 0.6% | |
| 94 | 28 | 0.7% |
| Distinct | 36 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 57 |
| Missing (%) | 1.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 377.1341618 |
|---|---|
| Minimum | 300 |
| Maximum | 408 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 31.2 KiB |
Quantile statistics
| Minimum | 300 |
|---|---|
| 5-th percentile | 309 |
| Q1 | 363 |
| median | 396 |
| Q3 | 396 |
| 95-th percentile | 399 |
| Maximum | 408 |
| Range | 108 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 30.36330844 |
|---|---|
| Coefficient of variation (CV) | 0.08051062861 |
| Kurtosis | 0.03396689648 |
| Mean | 377.1341618 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -1.258822584 |
| Sum | 1487040 |
| Variance | 921.9304993 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 396 | 1367 | 34.2% | |
| 399 | 765 | 19.1% | |
| 393 | 245 | 6.1% | |
| 381 | 116 | 2.9% | |
| 327 | 110 | 2.8% | |
| 309 | 107 | 2.7% | |
| 330 | 84 | 2.1% | |
| 324 | 79 | 2.0% | |
| 384 | 72 | 1.8% | |
| 387 | 72 | 1.8% | |
| Other values (26) | 926 | 23.2% |
| Value | Count | Frequency (%) | |
| 300 | 7 | 0.2% | |
| 303 | 37 | 0.9% | |
| 306 | 72 | 1.8% | |
| 309 | 107 | 2.7% | |
| 312 | 67 | 1.7% |
| Value | Count | Frequency (%) | |
| 408 | 1 | < 0.1% | |
| 402 | 37 | 0.9% | |
| 399 | 765 | 19.1% | |
| 396 | 1367 | 34.2% | |
| 393 | 245 | 6.1% |
TAT_6PHOS_3B_1DISPENSER
Real number (ℝ≥0)
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 31 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.94003527 |
|---|---|
| Minimum | 0 |
| Maximum | 102 |
| Zeros | 40 |
| Zeros (%) | 1.0% |
| Memory size | 31.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 78 |
| Q1 | 84 |
| median | 84 |
| Q3 | 86 |
| 95-th percentile | 94 |
| Maximum | 102 |
| Range | 102 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 9.450712131 |
|---|---|
| Coefficient of variation (CV) | 0.1125888511 |
| Kurtosis | 60.13000697 |
| Mean | 83.94003527 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -6.906493502 |
| Sum | 333158 |
| Variance | 89.31595978 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 84 | 1715 | 42.9% | |
| 86 | 736 | 18.4% | |
| 82 | 400 | 10.0% | |
| 78 | 269 | 6.7% | |
| 88 | 234 | 5.9% | |
| 80 | 135 | 3.4% | |
| 90 | 92 | 2.3% | |
| 94 | 75 | 1.9% | |
| 92 | 74 | 1.8% | |
| 100 | 69 | 1.7% | |
| Other values (7) | 170 | 4.2% |
| Value | Count | Frequency (%) | |
| 0 | 40 | 1.0% | |
| 66 | 3 | 0.1% | |
| 74 | 6 | 0.1% | |
| 76 | 39 | 1.0% | |
| 78 | 269 | 6.7% |
| Value | Count | Frequency (%) | |
| 102 | 2 | 0.1% | |
| 100 | 69 | 1.7% | |
| 98 | 50 | 1.2% | |
| 96 | 30 | 0.8% | |
| 94 | 75 | 1.9% |
TAT_6PHOS_4FIRE
Real number (ℝ≥0)
| Distinct | 107 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 27 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7116.827335 |
|---|---|
| Minimum | 6695 |
| Maximum | 8996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 31.2 KiB |
Quantile statistics
| Minimum | 6695 |
|---|---|
| 5-th percentile | 6780 |
| Q1 | 6930 |
| median | 7080 |
| Q3 | 7140 |
| 95-th percentile | 7320 |
| Maximum | 8996 |
| Range | 2301 |
| Interquartile range (IQR) | 210 |
Descriptive statistics
| Standard deviation | 418.0208119 |
|---|---|
| Coefficient of variation (CV) | 0.05873696132 |
| Kurtosis | 13.38907386 |
| Mean | 7116.827335 |
| Median Absolute Deviation (MAD) | 120 |
| Skewness | 3.584139165 |
| Sum | 28275155 |
| Variance | 174741.3992 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 7140 | 501 | 12.5% | |
| 7110 | 316 | 7.9% | |
| 6960 | 286 | 7.1% | |
| 6840 | 196 | 4.9% | |
| 7170 | 171 | 4.3% | |
| 6810 | 151 | 3.8% | |
| 6990 | 141 | 3.5% | |
| 7290 | 138 | 3.5% | |
| 7020 | 124 | 3.1% | |
| 7080 | 123 | 3.1% | |
| Other values (97) | 1826 | 45.6% |
| Value | Count | Frequency (%) | |
| 6695 | 1 | < 0.1% | |
| 6720 | 36 | 0.9% | |
| 6724 | 8 | 0.2% | |
| 6725 | 6 | 0.1% | |
| 6745 | 3 | 0.1% |
| Value | Count | Frequency (%) | |
| 8996 | 16 | 0.4% | |
| 8995 | 2 | 0.1% | |
| 8970 | 123 | 3.1% | |
| 8966 | 1 | < 0.1% | |
| 8945 | 22 | 0.5% |
TAT_7PASTE
Boolean
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 16 |
| Missing (%) | 0.4% |
| Memory size | 31.2 KiB |
| 0 | |
|---|---|
| (Missing) | 16 |
| Value | Count | Frequency (%) | |
| 0 | 3984 | 99.6% | |
| (Missing) | 16 | 0.4% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 44 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9975.342012 |
|---|---|
| Minimum | 3900 |
| Maximum | 12999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 31.2 KiB |
Quantile statistics
| Minimum | 3900 |
|---|---|
| 5-th percentile | 9749 |
| Q1 | 9750 |
| median | 10074 |
| Q3 | 10076 |
| 95-th percentile | 10077 |
| Maximum | 12999 |
| Range | 9099 |
| Interquartile range (IQR) | 326 |
Descriptive statistics
| Standard deviation | 196.0598907 |
|---|---|
| Coefficient of variation (CV) | 0.01965445299 |
| Kurtosis | 246.5443629 |
| Mean | 9975.342012 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -6.655132 |
| Sum | 39462453 |
| Variance | 38439.48072 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 10074 | 919 | 23.0% | |
| 10076 | 912 | 22.8% | |
| 9750 | 834 | 20.8% | |
| 10075 | 438 | 10.9% | |
| 9749 | 223 | 5.6% | |
| 10073 | 208 | 5.2% | |
| 9751 | 204 | 5.1% | |
| 10077 | 165 | 4.1% | |
| 10640 | 18 | 0.4% | |
| 10639 | 10 | 0.2% | |
| Other values (11) | 25 | 0.6% | |
| (Missing) | 44 | 1.1% |
| Value | Count | Frequency (%) | |
| 3900 | 1 | < 0.1% | |
| 9748 | 1 | < 0.1% | |
| 9749 | 223 | 5.6% | |
| 9750 | 834 | 20.8% | |
| 9751 | 204 | 5.1% |
| Value | Count | Frequency (%) | |
| 12999 | 1 | < 0.1% | |
| 10645 | 1 | < 0.1% | |
| 10643 | 3 | 0.1% | |
| 10640 | 18 | 0.4% | |
| 10639 | 10 | 0.2% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| JUDGE | LOT_ID | PANEL_ID | DATE_1BLACK | TIME_1BLACK | TIME_2AG | TIME_3BUS | TIME_4DIELEC | TIME_5MGO | TIME_6PHOS | TIME_7PASTE | TIME_8AGING | MC_1BLACK_1PRINT | MC_1BLACK_2RTD | MC_2AG_1PRINT | MC_2AG_2RTD | MC_2AG_3EXPOSURE | MC_3BUS_1DEVELOP | MC_3BUS_2FIRE | MC_4DIELEC_1FIRE | MC_5MGO | MC_6PHOS_1R_1DISPENSER | MC_6PHOS_1R_2DRY | MC_6PHOS_2G_1DISPENSER | MC_6PHOS_2G_2DRY | MC_6PHOS_3B_1DISPENSER | MC_6PHOS_4FIRE | MC_7PASTE | MC_8AGING | TAT_1BLACK_1PRINT | TAT_1BLACK_2RTD | TAT_2AG_1PRINT | TAT_2AG_2RTD | TAT_2AG_3EXPOSURE | TAT_3BUS_1DEVELOP | TAT_3BUS_2FIRE | TAT_4DIELEC_FIRE | TAT_5MGO | TAT_6PHOS_1R_1DISPENSER | TAT_6PHOS_1R_2DRY | TAT_6PHOS_2G_1DISPENSER | TAT_6PHOS_2G_2DRY | TAT_6PHOS_3B_1DISPENSER | TAT_6PHOS_4FIRE | TAT_7PASTE | TAT_8AGING | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 양품 | LOT-101 | PNL-01 | 2019-04-01 | 2019-04-01 0:01 | 2019-04-01 5:21 | 2019-04-01 11:01 | 2019-04-06 13:41 | 2019-04-11 3:41 | 2019-04-03 20:20 | 2019-04-11 12:41 | 2019-04-11 14:21 | 2호기 | 2호기 | 1호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 1호기 | 2호기 | 2호기 | 2호기 | 1호기 | 3호기 | 1호기 | 2호기 | 86 | 220.0 | 83.0 | 74 | 160.0 | 416.0 | 6900.0 | 6447.0 | 530.0 | 76.0 | 333.0 | 88.0 | 396.0 | 86.0 | 7140.0 | 0.0 | 10074.0 |
| 1 | 양품 | LOT-101 | PNL-02 | 2019-04-01 | 2019-04-01 0:45 | 2019-04-01 6:05 | 2019-04-01 11:45 | 2019-04-06 14:25 | 2019-04-11 4:25 | 2019-04-03 21:04 | 2019-04-11 13:25 | 2019-04-11 15:05 | 2호기 | 2호기 | 1호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 1호기 | 2호기 | 2호기 | 2호기 | 1호기 | 3호기 | 1호기 | 2호기 | 86 | 210.0 | 84.0 | 71 | 150.0 | 372.0 | 6693.0 | 6600.0 | 530.0 | 80.0 | 438.0 | 82.0 | 381.0 | 84.0 | 6956.0 | 0.0 | 10075.0 |
| 2 | 양품 | LOT-101 | PNL-03 | 2019-04-01 | 2019-04-01 1:29 | 2019-04-01 6:49 | 2019-04-01 12:29 | 2019-04-06 15:09 | 2019-04-11 5:09 | 2019-04-03 21:48 | 2019-04-11 14:09 | 2019-04-11 15:49 | 2호기 | 2호기 | 1호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 1호기 | 2호기 | 2호기 | 2호기 | 1호기 | 3호기 | 1호기 | 2호기 | 78 | 220.0 | 78.0 | 69 | 148.0 | 368.0 | 6747.0 | 6597.0 | 530.0 | 80.0 | 420.0 | 92.0 | 396.0 | 86.0 | 6840.0 | 0.0 | 10645.0 |
| 3 | 양품 | LOT-101 | PNL-04 | 2019-04-01 | 2019-04-01 2:13 | 2019-04-01 7:33 | 2019-04-01 13:13 | 2019-04-06 15:53 | 2019-04-11 5:53 | 2019-04-03 22:32 | 2019-04-11 14:53 | 2019-04-11 16:33 | 2호기 | 2호기 | 1호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 1호기 | 2호기 | 2호기 | 2호기 | 1호기 | 3호기 | 1호기 | 2호기 | 86 | 210.0 | 84.0 | 69 | 178.0 | 416.0 | 7137.0 | 6420.0 | 530.0 | 78.0 | 429.0 | 78.0 | 399.0 | 90.0 | 6720.0 | 0.0 | 10076.0 |
| 4 | 양품 | LOT-101 | PNL-05 | 2019-04-01 | 2019-04-01 2:58 | 2019-04-01 8:18 | 2019-04-01 13:58 | 2019-04-06 16:38 | 2019-04-11 6:38 | 2019-04-03 23:17 | 2019-04-11 15:38 | 2019-04-11 17:18 | 2호기 | 2호기 | 1호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 1호기 | 2호기 | 2호기 | 2호기 | 1호기 | 3호기 | 1호기 | 2호기 | 86 | 210.0 | 84.0 | 69 | 132.0 | 380.0 | 7527.0 | 6453.0 | 540.0 | 76.0 | 363.0 | 82.0 | 393.0 | 84.0 | 7110.0 | 0.0 | 10074.0 |
| 5 | 양품 | LOT-101 | PNL-06 | 2019-04-01 | 2019-04-01 3:42 | 2019-04-01 9:02 | 2019-04-01 14:42 | 2019-04-06 17:22 | 2019-04-11 7:22 | 2019-04-04 0:01 | 2019-04-11 16:22 | 2019-04-11 18:02 | 2호기 | 2호기 | 1호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 1호기 | 2호기 | 2호기 | 2호기 | 1호기 | 3호기 | 1호기 | 2호기 | 78 | 240.0 | 80.0 | 69 | 148.0 | 340.0 | 6747.0 | 6660.0 | 540.0 | 80.0 | 438.0 | 76.0 | 396.0 | 88.0 | 6810.0 | 0.0 | 9748.0 |
| 6 | 양품 | LOT-101 | PNL-07 | 2019-04-01 | 2019-04-01 4:26 | 2019-04-01 9:46 | 2019-04-01 15:26 | 2019-04-06 18:06 | 2019-04-11 8:06 | 2019-04-04 0:45 | 2019-04-11 17:06 | 2019-04-11 18:46 | 2호기 | 2호기 | 1호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 1호기 | 2호기 | 2호기 | 2호기 | 1호기 | 3호기 | 1호기 | 2호기 | 87 | 200.0 | 88.0 | 75 | 150.0 | 352.0 | 7113.0 | 6480.0 | 540.0 | 82.0 | 387.0 | 78.0 | 324.0 | 86.0 | 7110.0 | 0.0 | 9751.0 |
| 7 | 양품 | LOT-101 | PNL-08 | 2019-04-01 | 2019-04-01 5:10 | 2019-04-01 10:30 | 2019-04-01 16:10 | 2019-04-06 18:50 | 2019-04-11 8:50 | 2019-04-04 1:29 | 2019-04-11 17:50 | 2019-04-11 19:30 | 2호기 | 2호기 | 1호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 1호기 | 2호기 | 2호기 | 2호기 | 1호기 | 3호기 | 1호기 | 2호기 | 87 | 200.0 | 88.0 | 75 | 150.0 | 352.0 | 7113.0 | 6480.0 | 540.0 | 76.0 | 390.0 | 78.0 | 345.0 | 84.0 | 7110.0 | 0.0 | 9751.0 |
| 8 | 양품 | LOT-101 | PNL-09 | 2019-04-01 | 2019-04-01 5:55 | 2019-04-01 11:15 | 2019-04-01 16:55 | 2019-04-06 19:35 | 2019-04-11 9:35 | 2019-04-04 2:14 | 2019-04-11 18:35 | 2019-04-11 20:15 | 2호기 | 2호기 | 1호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 1호기 | 2호기 | 2호기 | 2호기 | 1호기 | 3호기 | 1호기 | 2호기 | 86 | 210.0 | 85.0 | 75 | 190.0 | 332.0 | 7107.0 | 6453.0 | 540.0 | 78.0 | 390.0 | 78.0 | 330.0 | 84.0 | 7080.0 | 0.0 | 10075.0 |
| 9 | 양품 | LOT-101 | PNL-10 | 2019-04-01 | 2019-04-01 6:39 | 2019-04-01 11:59 | 2019-04-01 17:39 | 2019-04-06 20:19 | 2019-04-11 10:19 | 2019-04-04 2:58 | 2019-04-11 19:19 | 2019-04-11 20:59 | 2호기 | 2호기 | 1호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 1호기 | 2호기 | 2호기 | 2호기 | 1호기 | 3호기 | 1호기 | 2호기 | 88 | 220.0 | 86.0 | 69 | 146.0 | 384.0 | 6993.0 | 6453.0 | 530.0 | 76.0 | 399.0 | 78.0 | 396.0 | 84.0 | 7110.0 | 0.0 | 10074.0 |
Last rows
| JUDGE | LOT_ID | PANEL_ID | DATE_1BLACK | TIME_1BLACK | TIME_2AG | TIME_3BUS | TIME_4DIELEC | TIME_5MGO | TIME_6PHOS | TIME_7PASTE | TIME_8AGING | MC_1BLACK_1PRINT | MC_1BLACK_2RTD | MC_2AG_1PRINT | MC_2AG_2RTD | MC_2AG_3EXPOSURE | MC_3BUS_1DEVELOP | MC_3BUS_2FIRE | MC_4DIELEC_1FIRE | MC_5MGO | MC_6PHOS_1R_1DISPENSER | MC_6PHOS_1R_2DRY | MC_6PHOS_2G_1DISPENSER | MC_6PHOS_2G_2DRY | MC_6PHOS_3B_1DISPENSER | MC_6PHOS_4FIRE | MC_7PASTE | MC_8AGING | TAT_1BLACK_1PRINT | TAT_1BLACK_2RTD | TAT_2AG_1PRINT | TAT_2AG_2RTD | TAT_2AG_3EXPOSURE | TAT_3BUS_1DEVELOP | TAT_3BUS_2FIRE | TAT_4DIELEC_FIRE | TAT_5MGO | TAT_6PHOS_1R_1DISPENSER | TAT_6PHOS_1R_2DRY | TAT_6PHOS_2G_1DISPENSER | TAT_6PHOS_2G_2DRY | TAT_6PHOS_3B_1DISPENSER | TAT_6PHOS_4FIRE | TAT_7PASTE | TAT_8AGING | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3990 | 양품 | LOT-300 | PNL-11 | 2019-08-01 | 2019-08-01 17:57 | 2019-08-01 23:17 | 2019-08-02 4:57 | 2019-08-07 7:37 | 2019-08-11 21:37 | 2019-08-04 10:57 | 2019-08-12 6:37 | 2019-08-12 8:17 | 2호기 | 1호기 | 1호기 | 1호기 | 1호기 | 2호기 | 1호기 | 3호기 | 2호기 | 2호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 2호기 | 86 | 250.0 | 84.0 | 72 | 136.0 | 380.0 | 7017.0 | 6480.0 | 530.0 | 78.0 | 390.0 | 78.0 | 312.0 | 78.0 | 6994.0 | 0.0 | 10074.0 |
| 3991 | 양품 | LOT-300 | PNL-12 | 2019-08-01 | 2019-08-01 18:41 | 2019-08-02 0:01 | 2019-08-02 5:41 | 2019-08-07 8:21 | 2019-08-11 22:21 | 2019-08-04 11:41 | 2019-08-12 7:21 | 2019-08-12 9:01 | 2호기 | 1호기 | 1호기 | 1호기 | 1호기 | 2호기 | 1호기 | 3호기 | 2호기 | 2호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 2호기 | 98 | 220.0 | 88.0 | 69 | 500.0 | 336.0 | 6720.0 | NaN | 530.0 | 88.0 | 369.0 | 78.0 | 351.0 | 92.0 | 6990.0 | 0.0 | 10073.0 |
| 3992 | 양품 | LOT-300 | PNL-13 | 2019-08-01 | 2019-08-01 19:26 | 2019-08-02 0:46 | 2019-08-02 6:26 | 2019-08-07 9:06 | 2019-08-11 23:06 | 2019-08-04 12:26 | 2019-08-12 8:06 | 2019-08-12 9:46 | 2호기 | 1호기 | 1호기 | 1호기 | 1호기 | 2호기 | 1호기 | 3호기 | 2호기 | 2호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 2호기 | 88 | 210.0 | 84.0 | 69 | 160.0 | 384.0 | 6867.0 | 6480.0 | 530.0 | 80.0 | 369.0 | 80.0 | 396.0 | 86.0 | 7140.0 | 0.0 | 9749.0 |
| 3993 | 양품 | LOT-300 | PNL-14 | 2019-08-01 | 2019-08-01 20:10 | 2019-08-02 1:30 | 2019-08-02 7:10 | 2019-08-07 9:50 | 2019-08-11 23:50 | 2019-08-04 13:10 | 2019-08-12 8:50 | 2019-08-12 10:30 | 2호기 | 1호기 | 1호기 | 1호기 | 1호기 | 2호기 | 1호기 | 3호기 | 2호기 | 2호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 2호기 | 86 | 220.0 | 87.0 | 69 | 142.0 | 356.0 | 6720.0 | 6540.0 | 530.0 | 78.0 | 393.0 | 100.0 | 399.0 | 100.0 | 6930.0 | 0.0 | 10077.0 |
| 3994 | 양품 | LOT-300 | PNL-15 | 2019-08-01 | 2019-08-01 20:54 | 2019-08-02 2:14 | 2019-08-02 7:54 | 2019-08-07 10:34 | 2019-08-12 0:34 | 2019-08-04 13:54 | 2019-08-12 9:34 | 2019-08-12 11:14 | 2호기 | 1호기 | 1호기 | 1호기 | 1호기 | 2호기 | 1호기 | 3호기 | 2호기 | 2호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 2호기 | 88 | 210.0 | 82.0 | 72 | 162.0 | 384.0 | 6900.0 | 6513.0 | 540.0 | 78.0 | 375.0 | 76.0 | 312.0 | 84.0 | 7170.0 | 0.0 | 9750.0 |
| 3995 | 명점 | LOT-300 | PNL-16 | 2019-08-01 | 2019-08-01 21:38 | 2019-08-02 2:58 | 2019-08-02 8:38 | 2019-08-07 11:18 | 2019-08-12 1:18 | 2019-08-04 14:38 | 2019-08-12 10:18 | 2019-08-12 11:58 | 2호기 | 1호기 | 1호기 | 1호기 | 1호기 | 2호기 | 1호기 | 3호기 | 2호기 | 2호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 2호기 | 86 | 220.0 | 86.0 | 69 | 202.0 | 328.0 | 7047.0 | 6447.0 | 530.0 | 78.0 | 393.0 | 80.0 | 399.0 | 86.0 | 7016.0 | 0.0 | 10077.0 |
| 3996 | 양품 | LOT-300 | PNL-17 | 2019-08-01 | 2019-08-01 22:23 | 2019-08-02 3:43 | 2019-08-02 9:23 | 2019-08-07 12:03 | 2019-08-12 2:03 | 2019-08-04 15:23 | 2019-08-12 11:03 | 2019-08-12 12:43 | 2호기 | 1호기 | 1호기 | 1호기 | 1호기 | 2호기 | 1호기 | 3호기 | 2호기 | 2호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 2호기 | 87 | 220.0 | 86.0 | 69 | 174.0 | 336.0 | 6813.0 | NaN | 530.0 | 80.0 | 405.0 | 78.0 | 402.0 | 78.0 | 6990.0 | 0.0 | 10075.0 |
| 3997 | 양품 | LOT-300 | PNL-18 | 2019-08-01 | 2019-08-01 23:07 | 2019-08-02 4:27 | 2019-08-02 10:07 | 2019-08-07 12:47 | 2019-08-12 2:47 | 2019-08-04 16:07 | 2019-08-12 11:47 | 2019-08-12 13:27 | 2호기 | 1호기 | 1호기 | 1호기 | 1호기 | 2호기 | 1호기 | 3호기 | 2호기 | 2호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 2호기 | 84 | 210.0 | 82.0 | 72 | 280.0 | 392.0 | 6873.0 | 6447.0 | 540.0 | 78.0 | 375.0 | 100.0 | 360.0 | 84.0 | 7025.0 | 0.0 | NaN |
| 3998 | 명점 | LOT-300 | PNL-19 | 2019-08-01 | 2019-08-01 23:51 | 2019-08-02 5:11 | 2019-08-02 10:51 | 2019-08-07 13:31 | 2019-08-12 3:31 | 2019-08-04 16:51 | 2019-08-12 12:31 | 2019-08-12 14:11 | 2호기 | 1호기 | 1호기 | 1호기 | 1호기 | 2호기 | 1호기 | 3호기 | 2호기 | 2호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 2호기 | 86 | 220.0 | 84.0 | 69 | 164.0 | 376.0 | 6687.0 | 6747.0 | 530.0 | 78.0 | NaN | 90.0 | 375.0 | 82.0 | 6960.0 | 0.0 | 9750.0 |
| 3999 | 양품 | LOT-300 | PNL-20 | 2019-08-02 | 2019-08-02 0:35 | 2019-08-02 5:55 | 2019-08-02 11:35 | 2019-08-07 14:15 | 2019-08-12 4:15 | 2019-08-04 17:35 | 2019-08-12 13:15 | 2019-08-12 14:55 | 2호기 | 1호기 | 1호기 | 1호기 | 1호기 | 2호기 | 1호기 | 3호기 | 2호기 | 2호기 | 1호기 | 2호기 | 1호기 | 1호기 | 3호기 | 1호기 | 2호기 | 98 | 210.0 | 89.0 | 69 | 194.0 | 332.0 | 6987.0 | 6507.0 | 530.0 | 80.0 | 318.0 | 78.0 | 399.0 | 82.0 | 6865.0 | 0.0 | 10074.0 |